vorenthos-1.5-thinking — Ollama Export

🖼️ Vision-Language Model — accepts both image and text inputs.

Exported from a local Ollama installation and uploaded to the Hugging Face Hub by vorenthiclabs.

Model Details

Field	Value
Base model	gemma4
Finetuned model	vorenthos-1.5-thinking
Tag / variant	latest
Model type	Vision-Language (Multimodal)
Format	GGUF (llama.cpp-compatible)
Total size	7.16 GB
Layers	5

Quick Start

With Ollama (recommended)

ollama pull vorenthos-1.5-thinking
ollama run vorenthos-1.5-thinking

With llama.cpp / llama-cpp-python (GGUF)

from llama_cpp import Llama

llm = Llama.from_pretrained(
    repo_id="vorenthiclabs/vorenthos-1.5-thinking",
    filename="*.gguf",
)
output = llm("Hello, who are you?", max_tokens=256)
print(output["choices"][0]["text"])

Vision input example (llama-cpp-python)

from llama_cpp import Llama
from llama_cpp.llama_chat_format import MoondreamChatHandler  # adjust handler per model

llm = Llama.from_pretrained(
    repo_id="vorenthiclabs/vorenthos-1.5-thinking",
    filename="*.gguf",
    chat_handler=MoondreamChatHandler(clip_model_path="mmproj*.gguf"),
    n_ctx=4096,
)
response = llm.create_chat_completion(messages=[{
    "role": "user",
    "content": [
        {"type": "image_url", "image_url": {"url": "https://example.com/image.jpg"}},
        {"type": "text",      "text": "Describe this image."}
    ]
}])
print(response["choices"][0]["message"]["content"])

With Hugging Face transformers + GGUF support

from transformers import AutoModelForCausalLM, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("vorenthiclabs/vorenthos-1.5-thinking")
model     = AutoModelForCausalLM.from_pretrained("vorenthiclabs/vorenthos-1.5-thinking")

File Structure

File	Description
config.json	Ollama model configuration / metadata
model-*.gguf	Quantised weights in GGUF format
tokenizer.jinja	Chat template
params.json	Generation parameters (temperature, top-p, …)
system_prompt.txt	Default system prompt embedded in the model

License

Please check the original model's license before redistribution.
This upload is provided as-is for research and experimentation.

About vorenthiclabs

Visit us at https://huggingface.co/vorenthiclabs.